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Ecological status classification of the Taizi River Basin, China: a comparison of integrated risk assessment approaches

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Abstract

Integrated risk assessment approaches allow to achieve a sound evaluation of ecological status of river basins and to gain knowledge about the likely causes of impairment, useful for informing and supporting the decision-making process. In this paper, the integrated risk assessment (IRA) methodology developed in the EU MODELKEY project (and implemented in the MODELKEY Decision Support System) is applied to the Taizi River (China), in order to assess its Ecological and Chemical Status according to EU Water Framework Directive (WFD) requirements. The available dataset is derived by an extensive survey carried out in 2009 and 2010 across the Taizi River catchment, including the monitoring of physico-chemical (i.e. DO, EC, NH3–_N, chemical oxygen demand (COD), biological oxygen demand in 5 days (BOD5) and TP), chemical (i.e. polycyclic aromatic hydrocarbons (PAHs) and metals), biological (i.e. macroinvertebrates, fish, and algae), and hydromorphological parameters (i.e. water quantity, channel change and morphology diversity). The results show a negative trend in the ecological status from the highland to the lowland of the Taizi River Basin. Organic pollution from agriculture and domestic sources (i.e. COD and BOD5), unstable hydrological regime (i.e. water quantity shortage) and chemical pollutants from industry (i.e. PAHs and metals) are found to be the main stressors impacting the ecological status of the Taizi River Basin. The comparison between the results of the IRA methodology and those of a previous study (Leigh et al. 2012) indicates that the selection of indicators and integrating methodologies can have a relevant impact on the classification of the ecological status. The IRA methodology, which integrates information from five lines of evidence (i.e., biology, physico-chemistry, chemistry, ecotoxicology and hydromorphology) required by WFD, allows to better identify the biological communities that are potentially at risk and the stressors that are most likely responsible for the observed alterations. This knowledge can be beneficial for a more effective restoration and management of the river basin ecosystem.

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References

  • Armitage PD, Moss D, Wright JF, Furse MT (1983) The performance of a new biological water quality score system based on macroinvertebrates over a wide range of unpolluted running-water sites. Water Res 17:333–347

    Article  CAS  Google Scholar 

  • Brack W, Bakker J, de Deckere E, Deerenberg C, Gils JV, Hein M, Jurajda P, Kooijman B, Lamoree M, Lek S, Lopez de Alda MJ, Marcomini A, Munoz I, Rattei S, Segner H, Thomas K, von der Ohe PC, Westrich B, de Zwart D, Schmitt-Jansen M (2005) MODELKEY: models for assessing and forecasting the impact of environmental key pollutants on freshwater and marine ecosystems and biodiversity. Environ Sci Pollut Res 12:252–256

    Article  CAS  Google Scholar 

  • Brils J, Brack W, Mueller-Grabherr D, Négrel P, Vermaat JE (eds) (2014) Risk-informed management of European river basins. The handbook of environmental chemistry 29. Springer, Berlin-Heidelberg

    Google Scholar 

  • Bunn SE, Abal EG, Smith MJ, Choy SC, Fellows CS, Harch BD, Kennard MJ, Sheldon F (2010) Integration of science and monitoring of river ecosystem health to guide investments in catchment protection and rehabilitation. Freshwater Biol 55:223–240

    Article  Google Scholar 

  • Burton GA, Chapman PM, Smith EP (2002a) Weight-of-Evidence approaches for assessing ecosystem impairment. Hum Ecol Risk Assess 8(7):1657–1673

    Article  Google Scholar 

  • Burton GA, Batley GE, Chapman PM, Forbes VE, Simth EP, Reynoldson T, Schlekat CE, Den Besten PJ, Bailer AJ, Green AS, Dweyer RL (2002b) A Weight-of-Evidence framework for assessment sediment (or other) contamination: improving certainty in the decision-making process. Hum Ecol Risk Assess 8(7):1675–1696

    Article  Google Scholar 

  • CCME (Canadian Council of Ministers of the Environment) (2002) Canadian sediment quality guidelines for the protection of aquatic life: summary tables. Updated. In: Canadian environmental quality guidelines, 1999. Canadian Council of Ministers of the Environment, Winnipeg

    Google Scholar 

  • CCME (Canadian Council of Ministers of the Environment) (2007) Canadian water quality guidelines for the protection of aquatic life: summary table. Updated December, 2007. In: Canadian environmental quality guidelines, 1999. Canadian Council of Ministers of the Environment, Winnipeg

    Google Scholar 

  • CRAES (Chinese Research Academy of Environmental Sciences) (2010) Taizi Basin background report. Report to ACEDP project. International Water Centre, Brisbane

    Google Scholar 

  • Davis NM, Weaver V, Parks K, Lydy MJ (2003) An assessment of water quality, physical habitat, and biological integrity of an urban stream in Wichita, Kansas, prior to restoration improvements (phase I). Arch Environ Con Tox 44:351–359

    Article  CAS  Google Scholar 

  • Ding S, Zhang Y, Qu XD, Kong WJ, Liu SS, Meng W (2012) Influence on the spatial distribution of fish in Taizi River Basin by environmental factors at multiple scales. Environ Sci 33(7):2272–2279 (In Chinese)

    Google Scholar 

  • EC (European Commission) (2000) Directive 2000/60/CE of the European Parliament and of the Council of 23 October 2000 establishing a framework for Community action in the field of water policy. Office for Official Publications of the European Communities, Luxembourg

  • EC (European Commission) (2003) Common implementation strategy for the Water Framework Directive (2000/60/CE). Guidance Document n. 11. Planning process. Office for Official Publications of the European Communities, Luxembourg

  • EC (European Commission) (2005) Common implementation strategy for the Water Framework Directive (2000/60/CE).Guidance Document n. 13. Overall approach to the classification of ecological status and ecological potential. Office for Official Publications of the European Communities, Luxembourg

    Google Scholar 

  • EC (European Commission) (2008) Directive 2008/105/EC of the European Parliament and of the Council on environmental quality standards in the field of water policy, amending and subsequently repealing Council Directives 82/176/EEC,83/513/EEC, 84/156/EEC, 84/491/EEC, 86/280/EEC and amending Directive 2000/60/EC of the European Parliament and of the Council. Office for Official Publications of the European Communities, Luxembourg

  • Flores MJL, Zafaralla MT (2012) Macroinvertebrate composition, diversity and richness in relation to the water quality status of Mananga River, Cebu, Philippines. Philipp Sci Lett 5(2):103–113

    Google Scholar 

  • General Bureau of China National Environmental Protection. Environmental Quality Standard for Surface Water (GB 3838–2002) (2002) Retrieved from:http://kjs.mep.gov.cn/hjbhbz/bzwb/shjbh/shjzlbz/200206/t20020601_66497.htm. Accessed 1 June 2002

  • Geng SW, Qu XD, Zhang Y, Lin KD (2012) Comparison and application of biological indices of macroinvertebrates in river health assessment. Environ Sci 33(7):2281–2287 (in Chinese)

    Google Scholar 

  • Gottardo S, Zabeo A, Semenzin E, Marcomini A (2009) MODELKEY: a decision support system for the assessment and evaluation of impacts on aquatic ecosystems. In: Marcomini A, Suter GW II, Critto A (eds) Decision support systems for risk based management of contaminated sites. Springer Verlag, Berlin

  • Gottardo S, Semenzin E, Giove S, Zabeo A, Critto A, de Zwart D, Ginebreda A, Marcomini A (2011a) Integrated risk assessment for WFD ecological status classification applied to Llobregat river basin (Spain). Part I—fuzzy approach to aggregate biological indicators. Sci Total Environ 409:4701–4712

    Article  CAS  Google Scholar 

  • Gottardo S, Semenzin E, Giove S, Zabeo A, Critto A, de Zwart D, Ginebreda A, von der Hohe PC, Marcomini A (2011b) Integrated Risk Assessment for WFD Ecological Status classification applied to Llobregat river basin (Spain). Part II - evaluation process applied to five environmental Lines of Evidence. Sci Total Environ 409:4681–4692

    Article  CAS  Google Scholar 

  • Guo W, He MC, Yang ZF, Lin CY, Quan XC, Men B (2009) Distribution, partitioning and sources of polycyclic aromatic hydrocarbons in Daliao River water system in dry season, China. J Hazard Mater 164:1379–1385

    Article  CAS  Google Scholar 

  • Guo W, He MC, Yang ZF, Lin CY, Quan XC (2010) Occurrence of aliphatic hydrocarbons in water, suspended particulate matter and sediments of Daliao river system, China. Bull Environ Contam Toxicol 84:519–523

    Article  CAS  Google Scholar 

  • Ladson AR, Whitel J, Doolanj A (1999) Development and testing of an index of stream condition for waterway management in Australia. Freshwater Biol 41:453–468

    Article  Google Scholar 

  • Leigh C, Qu X, Zhang Y, Kong WJ, Meng W, Hanington P, Speed R, Gippel C, Bond N, Catford J, Bunn S, Close P (2012) Assessment of river health in the Liao River Basin (Taizi Subcatchment). International Water Centre, Brisbane

    Google Scholar 

  • Lin CY, He MC, Liu XT, Guo W, Liu SQ (2013) Distribution and contamination assessment of toxic trace elements in sediment of the Daliao River System, China. Environ Earth Sci 70:3163–3173

    Article  CAS  Google Scholar 

  • Linkov I, Loney D, Cormier S, Satterstrom FK, Bridges T (2009) Weight-of-evidence evaluation in environmental assessment: review of qualitative and quantitative approaches. Sci Total Environ 407:5199–5205

    Article  CAS  Google Scholar 

  • Linkov I, Welle P, Loney D, Tkachuk A, Canis L, Kim JB, Bridges T (2011) Use of multi criteria decision analysis to support weight of evidence evaluation. Risk Anal 31:1211–1225

    Article  Google Scholar 

  • Mandaville SM, Soil & Water Conservation Society of Metro Halifax (2002) Benthic macroinvertebrates in freshwaters-taxa tolerance values, metrics, and protocols. Soil & Water Conservation Society of Metro Halifax, Canada

  • Men B, Wang HZ, He MC, Lin CY, Quan XC (2011) Distribution patterns of nitroaromatic compounds in the water, suspended particle and sediment of the river in a long-term industrial zone (China). Environ Monit Assess 177:515–526

    Article  CAS  Google Scholar 

  • Meng W, Zhang N, Zhang Y, Zheng BH (2009) Integrated assessment of river health based on water quality, aquatic life and physical habitat. J Environ Sci 21:1017–1027

    Article  CAS  Google Scholar 

  • MEP (Ministry of Environmental Protection of the People’s Republic of China) (2012) National 12th Fiver-Year Environment Protection Plan (in Chinese). Retrieved from:http://zfs.mep.gov.cn/fg/gwyw/201112/t20111221_221570.htm. Accessed 21 December 2011

  • MEP (Ministry of Environmental Protection of the People’s Republic of China) (2013) Environmental Qualigy Bulletin of China in 2012 (in Chinese). Retrieved from:http://jcs.mep.gov.cn/hjzl/zkgb/2012zkgb/. Accessed 6 June 2013

  • Millennium Ecosystem Assessment (2005) Millennium Ecosystem Assessment Synthesis Report. Island Press, Washington

  • Moyle PB, Cech JJ (1988) Fishes: an introduction to ichthyology, 2nd edn. Prentice Hall, Englewood Cliffs

    Google Scholar 

  • Pei XJ, Niu CJ, Gao X, Xu C (2010) The ecological heath assessment of Liao River Basin, China, based on biotic integrity index of fish. Acta Ecol Sin 30(21):5736–5746 (in Chinese)

    Google Scholar 

  • Postel S, Carpenter S (1997) Freshwater ecosystem services. In: Daily GC (ed) Nature’s services: societal dependence on natural ecosystems. Island Press, Washington

    Google Scholar 

  • Semenzin E, Zabeo A, von der Ohe PC, Gottardo S, Critto A, Marcomini A (2012) The role of reference conditions in water quality assessment: application of a fuzzy logic-based Decision Support System (DSS) in the Danube and Elbe River Basins. River Syst 20:23–40

    Article  Google Scholar 

  • USEPA (U.S. Environmental Protection Agency) (1989) Risk assessment guidance for superfund volume II. Environmental evaluation manual. Interim Final. EPA/540/1-89/001 (Superseded by Ecological risk assessment guidance for superfund: process for designing and conducting ecological risk assessments - Interim Final). U.S. Environmental Protection Agency, Washington, D.C.

  • USEPA (U.S. Environmental Protection Agency) (2012) Identifying and protecting healthy watersheds: concepts, assessments, and management approaches. U.S. Environmental Protection Agency, Washington, D.C.

  • Von Altrock C (1995) Fuzzy logic and neuro fuzzy applications explained. Prentice Hall PTR, Upper Saddle River

    Google Scholar 

  • Von der Ohe PC, de Deckere E, Prüß A, Munoz I, Wolfram G, Villagrasa M (2009) Towards an integrated assessment of the ecological and chemical status of European river basins. Integr Environ Assess Manag 5:50–61

    Article  Google Scholar 

  • Wan J, Bu H, Zhang Y, Meng W (2013) Classification of rivers based on water quality assessment using factor analysis in Taizi River basin, northeast China. Environ Earth Sci 69:909–919

    Article  CAS  Google Scholar 

  • Wang HZ, He MC, Lin CY, Quan XC, Guo W, Yang ZF (2007) Monitoring and assessment of persistent organo chlorine residues in sediments from Daliaohe River Watershed, northeast of China. Environ Monit Assess 133:231–242

    Article  CAS  Google Scholar 

  • Yin XW, Zhang Y, Qu XD, Meng W (2013) Spatial community structure of periphyton assemblages in Taizihe river basin. R Environ Sci 26(5):502–508 (In Chinese)

    CAS  Google Scholar 

  • Zhang Y, Guo F, Meng W, Wang XQ (2009) Water quality assessment and source identification of Daliao river basin using multivariate statistical methods. Environ Monit Assess 152:105–121

    Article  CAS  Google Scholar 

  • Zhang N, Zhang Y, Kong WJ, Wan J, Meng W (2013) Technique for freshwater ecosystem functional management level II region in Taizi River basin. R Environ Sci 26(5):472–479 (in Chinese)

    Google Scholar 

  • Zheng WH, Qu XD, Zhang Y, Meng W (2011) Habitat suitability of macroinvertebrates in the Taizi River Basin, Northeast China. R Environ Sci 24(12):1355–1363 (In Chinese)

    CAS  Google Scholar 

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Acknowledgments

The research leading to these results has received funding from the European Union Seventh Framework Programme (FP7/2007-2013) under grant agreement no. 269233—Global Partners in Contaminated Land Management (GLOCOM) and National Key Science and Technology Special Program of China—‘Water Pollution Control and Treatment’ (2012ZX07501-001-02; 2012ZX07501-001-04). We would like to thank Dr Xiaodong Qu and Dr Weijing Kong for their support on dataset collection and expert opinion on Taizi River Basin.

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Correspondence to Yuan Zhang or Andrea Critto.

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Fan, J., Semenzin, E., Meng, W. et al. Ecological status classification of the Taizi River Basin, China: a comparison of integrated risk assessment approaches. Environ Sci Pollut Res 22, 14738–14754 (2015). https://doi.org/10.1007/s11356-015-4629-x

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